Industrial Cyber-Physical Systems

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Machine Learning-based Industrial Big Data Analysis

Intelligent Fault diagnosis

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Out-of-Distribution Generalization Fault Diagnosis

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Data and Knowledge Fusion Theory

Topological Structure Knowledge Fusion for Complex System Fault Diagnosis

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Causal Inference for Explainable Intelligent Industrial Systems

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Data and Knowledge Fusion Prognostic and Health Management

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Dynamic Mechanism Knowledge Fusion for Weak Feature Extraction

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Non-stationary Signal Processing

Multi-scale Deep Learning Fault Diagnosis

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Sparse Representation Fault Diagnosis Theory

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Industrial Large Foundation Model

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Projects

  • 主持 国防基础科研计划重点项目课题 XX系统XX定位、诊断与预测
  • 主持 自主创新基金 开放环境增量学习的分层建模方法研究
  • 主持 自主创新基金 深海装备动力系统的多粒度故障诊断研究
  • 参与 973项目“航空发动机运行安全基础研究”

Honors

2021 IEEE Outstanding Paper Award for IEEE TII
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Media Report in IEEE IES News Homepage
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